Amazon Web Services reveals a managed Kafka service for streaming data

Amazon Web Services reveals a managed Kafka service for streaming data

Amazon Web Services reveals a managed Kafka service for streaming data

Amazon Comprehend Medical will reduce this time burden from hours per record to seconds.

"We want to help all of our customers embrace machine learning, no matter their size, budget, experience, or skill level", comments Amazon Machine Learning vice president Swami Sivasubramanian.

Amazon SageMaker was first announced past year and has since become one of the fastest growing services in AWS' growing arsenal, according to a blog by AWS' Shaun Ray, senior manager of developer relations. AWS DeepRacer is a 1/18th scale all-wheel drive race vehicle that comes with an HD video camera, monster truck tiers and on-board compute.

AWS said it will help developers get rolling with machine learning with AWS DeepRacer, a new 1/18th scale autonomous model race auto for developers, driven by reinforcement learning.

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"There are still some countries in the world where there are issues around data sovereignty and data residency", he said, meaning a true hybrid option could be of keen interest to certain clients residing in geographies where AWS doesn't have a region, like Switzerland for example. SageMaker RL is now generally available. Customers don't need experience in machine learning, either.

AWS RoboMaker uses cloud services to help developers to develop, test and deploy robotics applications, as well as build intelligent robotics functions. Once SageMaker Ground Truth has a subset of those data, it can automatically apply the labels. That means developers no longer need to modify their trained models for different hardware platforms. "Our new offerings, VMware Cloud on AWS Outposts and VMware Cloud Foundation for EC2, further extend VMware's vision for consistent infrastructure and consistent operations from the data center to the cloud to the edge".

AWS also announced a $399 autonomous toy vehicle - AWS DeepRacer - for developers to test some of their own self-driving programs. AWS will also make Neo available as an open source project. To learn more about the DeepRacer League, visit:

Amazon Comprehend Medical uses natural language processing to simplify the process of using machine learning to extract pertinent information from unstructured medical text, such as medical notes, prescriptions, interview transcripts, and pathology and radiology reports. Comprehend Medical requires no machine learning expertise, no complicated rules to write, no models to train, and it is continuously improving. NAB is building a data lake on AWS using Amazon Simple Storage Service (Amazon S3), Amazon Redshift, and Amazon Athena to ingest, analyze, and take action on customer preferences gleaned from petabytes of satisfaction data in minutes rather than months. Even with many new use cases of the technology coming up, many still feel it's not leaving up to the hype - most of these use case have just been marketing gimmicks, they say. Amazon Personalize can make recommendations, personalise search results, and segment customers for direct and personalised marketing through email or push notifications. (AWS) that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.

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